Leveraging Generative Intelligence in Digital Libraries : Towards Human-Machine Collaboration / / edited by Dion H. Goh, Shu-Jiun Chen, and Suppawong Tuarob

• Pubblicazione: Singapore : , : Springe, , [2023]; ©2023
• Edizione: First edition.
• Descrizione fisica: 1 online resource (281 pages)
• Disciplina: 060
• Soggetto topico: Artificial intelligence
• Persona (resp. second.): GohDion H.; ChenShu-Jiun; TuarobSuppawong
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Design and Evaluation -- Development of the Polyglot Asian Medicine Knowledge Graph System -- 1 Introduction -- 2 Knowledge Graph Technologies Used -- 3 Designing the Knowledge Graph -- 4 Interface Design and Knowledge Graph Visualization -- 5 Conclusion -- References -- Understanding iPusnas User Experience Among Students, Workers, and Housewives -- 1 Background -- 2 Literature Review -- 2.1 iPusnas -- 2.2 User Experience and Usability -- 2.3 Usability Testing -- 2.4 User Experience Questionnaire (UEQ) -- 2.5 System Usability Scale (SUS) -- 3 Methodology -- 4 Result -- 4.1 Demographic Data -- 4.2 Quantitative Result -- 4.3 Qualitative Findings -- 5 Discussion -- 5.1 Main Findings -- 5.2 Research Implication -- 5.3 Recommendation -- 5.4 Limitations and Recommendations -- 6 Conclusion -- References -- Personalized Treasure Hunt Game for Proactive Museum Appreciation by Analyzing Guide App Operation Log -- 1 Introduction -- 2 Related Work -- 2.1 Treasure Hunt Game in Education -- 2.2 Gamification in Museum -- 2.3 Personalization of Museum Experience -- 3 Personalized Treasure Hunt Game Generation -- 3.1 System Overview -- 3.2 Estimate Player's Interest from Operating Log -- 3.3 Ranking Treasure Candidates by Generating Quizzes with Templates -- 3.4 Design to Facilitate Gamification -- 4 Evaluation -- 4.1 Evaluation Task -- 4.2 Compared Methods -- 4.3 Experimental Result -- 5 Discussion -- 6 Conclusion -- References -- Creating Digital LAM Content for Schools: Modelling User Involvement in Multi-organisational Context -- 1 Introduction -- 2 Conceptual Background -- 2.1 User-Centred Content Creation -- 2.2 The Impact of the Networked Nature of a Meta-organisation for Design Activities -- 3 Context of the Study, Data and Methods. ; 3.1 Context of the Study: Creating LAM Content for Education -- 3.2 Process and Participants -- 3.3 Methods -- 4 Results -- 5 Discussion -- 5.1 Reliability and Limitations -- 5.2 Proposals for Future Work -- 6 Conclusions and Recommendations -- References -- Using Information System Success Model to Explore Graduate Students' Satisfaction and Individual Impact Toward the Use of National Digital Library of Theses and Dissertations in Taiwan -- 1 Introduction -- 2 Research Method -- 3 Findings -- 4 Conclusion -- References -- Digital Archives and Data Management -- Emerging Trends in Content Management Systems (CMSs) for Library Websites: A Study of Selected Academic Libraries in the Philippines -- 1 Introduction -- 2 Related Literature -- 2.1 Websites for Communication and Its Management in Libraries -- 2.2 Content Management Systems for Library Website Management -- 2.3 Challenges of Using CMS -- 3 Methodology -- 4 Results and Discussion -- 4.1 Profile of Academic Libraries -- 4.2 CMS Profile of Libraries -- 5 Conclusion -- References -- The Pivotal Role of Preprint Platforms in Disseminating COVID-19 Research: A Global Investigation of Country-Level Activities -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion and Conclusion -- References -- The Semantic Mapping of RiC-CM to CIDOC-CRM -- 1 Introduction -- 2 Related Work -- 3 Conceptual Models for Archives and Cultural Heritage -- 4 The Mapping of RiC-CM to CIDOC-CRM -- 4.1 Mapping the Main RiC-CM Entities -- 4.2 Mapping the Relations of the Main RiC-CM Entities -- 4.3 Mapping the Attributes of the Main RiC-CM Entities -- 5 Conclusion -- References -- Automatically Detecting References from the Scholarly Literature to Records in Archives -- 1 Introduction -- 2 Related Work -- 3 Methods -- 3.1 Crawling Documents and Extracting Citations -- 3.2 Detecting Archival References. ; 3.3 Sampling Citations for Annotation -- 3.4 Annotation Criteria and Annotation Process -- 4 Results -- 5 Conclusion and Future Work -- References -- Unveiling Archive Users: Understanding Their Characteristics and Motivations -- 1 Introduction -- 2 Archives and Their Users -- 3 Methodology -- 3.1 Survey Analysis -- 3.2 Initial User Profiling -- 3.3 Interviews with Archivists -- 3.4 Final User Profiling -- 4 Survey Analysis and Initial Profiling -- 5 Interviews with the Archivists and Final Profiling -- 5.1 Genealogical Research -- 5.2 Historical Research -- 5.3 Legal Purposes -- 5.4 Academic Work -- 5.5 Institutional Purposes -- 5.6 Publication Purposes -- 6 Conclusions -- References -- The Openness of Digital Archives in Japanese Universities and Its Opportunities -- 1 Introduction -- 2 Literature Review -- 3 Method -- 3.1 Sample -- 3.2 Survey Items -- 4 Results -- 4.1 Existence of Digital Archives -- 4.2 Visibility of Digital Archives -- 4.3 Availability of Information About Digital Archives on English and Japanese Websites -- 4.4 Openness of Digital Archives -- 4.5 Online Presentation of Digital Archives -- 4.6 Organization of Digital Archives -- 4.7 Availability of English Information on the Digital Archives -- 5 Discussion -- 5.1 Improving Presentation of Archives Online -- 5.2 Opportunities for Internationalization -- 5.3 Open Licensing -- 6 Conclusion -- References -- Scholarly Information Processing -- Toward Semantic Publishing in Non-invasive Brain Stimulation: A Comprehensive Analysis of rTMS Studies -- 1 Introduction -- 2 Background on rTMS Dosage Data Management -- 3 Supporting Semantic Technology and Semantification of rTMS Studied Doses -- 3.1 RTMS-KG - Findable, Accessible, Interoperable, and Reusable -- 4 Conclusion -- References -- Identifying Influential References in Scholarly Papers Using Citation Contexts -- 1 Introduction. ; 2 Related Work -- 3 Influential References and Citation Contexts -- 3.1 Contents of the Citing Sentence -- 3.2 Scope of Reference Tag -- 4 Method -- 4.1 Extracting Scope of Reference Tag -- 4.2 Classifying Citation Influence -- 5 Experiments -- 5.1 Datasets -- 5.2 Experimental Settings -- 5.3 Experimental Result -- 6 Discussion -- 6.1 Evaluation of Extracting Scope of Reference Tag -- 6.2 Case Study -- 7 Conclusion -- References -- Advantages of Data Reuse Based on Disciplinary Diversity and Citation Count -- 1 Introduction -- 2 Related Works -- 3 Data Collection -- 3.1 Datasets Selection -- 3.2 Selecting Articles that Reused These Datasets -- 3.3 Obtaining Publication's Research Fields -- 4 Result -- 4.1 Average Citation Counts of Articles Reusing Data -- 4.2 Distribution of Resources and Research Fields of Articles Reusing Data -- 5 Discussion -- 6 Conclusion -- References -- Scholarly Knowledge Graph Construction from Published Software Packages -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Mining Software Packages -- 3.2 Static Code Analysis -- 3.3 Identifying Scholarly Knowledge -- 3.4 Recompute the Research Results -- 3.5 Knowledge Graph Construction -- 4 Validation -- 5 Results and Discussion -- 6 Conclusions -- References -- Leveraging MRC Framework for Research Contribution Patterns Identification in Citation Sentences -- 1 Introduction -- 2 Related Work -- 3 Method -- 3.1 Task Formalization -- 3.2 Model Details -- 3.3 Dataset Construction -- 3.4 Experimental Setup -- 4 Results -- 4.1 Results for W2NER -- 4.2 Results for Manual Checking -- 4.3 Results for ChatGPT Annotating -- 5 Conclusion -- References -- Cited But Not Archived: Analyzing the Status of Code References in Scholarly Articles -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Results -- 5 Discussion -- 6 Conclusions -- References -- Knowledge Extraction. ; Using Causal Threads to Explain Changes in a Dynamic System -- 1 Introduction -- 2 Semantic Models -- 2.1 Structured Descriptions -- 2.2 Discourse -- 2.3 Causation -- 3 Snowball Earth Example -- 3.1 Overview of Snowball Earth Theory -- 3.2 Semantic Model of the Snowball Earth Theory -- 3.3 User-Guided Graphical Interaction -- 3.4 System at Equilibrium -- 3.5 Causal Processes -- 4 Future Work -- 4.1 Incorporating Additional Details -- 4.2 Concurrency, Time, and Timelines -- 4.3 Multithreaded Narratives -- 4.4 Verbal Narrative Explanations and User Models -- 4.5 Graphical Animation -- 4.6 Process-Based Dynamic Knowledge Graphs -- 4.7 Relationship to Generative AI -- 5 Discussion -- References -- Increasing Reproducibility in Science by Interlinking Semantic Artifact Descriptions in a Knowledge Graph -- 1 Introduction -- 2 Related Work -- 3 FAIR-Based Reproducibility -- 4 Implementation -- 4.1 Reproducibility Score -- 4.2 Score Calculation -- 4.3 ORKG Templates -- 5 Reproducibility Score Use Cases -- 5.1 Papers with Code -- 6 Conclusion and Future Work -- References -- An End-to-End Table Structure Analysis Method Using Graph Attention Networks -- 1 Introduction -- 2 End-to-End Table Structure Analysis Method -- 2.1 Table Detection with CascadeTabNet -- 2.2 Horizontal Merge -- 2.3 Cell Generation -- 3 Experiments -- 3.1 Experimental Setup -- 3.2 Experimental Results -- 3.3 Effectiveness of the Created Table Dataset -- 4 Conclusion -- References -- Co-attention-Based Pairwise Learning for Author Name Disambiguation -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Co-attention-Based Model Architecture -- 4 Dataset -- 5 Experiment and Results -- 5.1 Experiment Setup -- 5.2 Impact of Random Projection -- 5.3 Model Comparison -- 5.4 Effect of Self and Co-attentions -- 6 Conclusion -- References. ; MuP-SciDocSum: Leveraging Multi-perspective Peer Review Summaries for Scientific Document Summarization.
• Titolo autorizzato: Leveraging Generative Intelligence in Digital Libraries
• ISBN: 981-9980-88-7
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 996565867603316
• Lo trovi qui: Univ. di Salerno
• Serie: Lecture notes in computer science ; ; Volume 14458.